Amir Najafi
Amir Najafi
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Manifold mixup: Better representations by interpolating hidden states
V Verma, A Lamb, C Beckham, A Najafi, I Mitliagkas, D Lopez-Paz, ...
International Conference on Machine Learning, 6438-6447, 2019
369*2019
Robustness to adversarial perturbations in learning from incomplete data
A Najafi, S Maeda, M Koyama, T Miyato
Advances in Neural Information Processing Systems, 5541-5551, 2019
622019
Nonlinear dimensionality reduction via path-based isometric mapping
A Najafi, A Joudaki, E Fatemizadeh
IEEE transactions on pattern analysis and machine intelligence 38 (7), 1452-1464, 2015
212015
Statistical association mapping of population-structured genetic data
A Najafi, S Janghorbani, SA Motahari, E Fatemizadeh
IEEE/ACM transactions on computational biology and bioinformatics 16 (2 …, 2017
102017
Reliable clustering of Bernoulli mixture models
A Najafi, SA Motahari, HR Rabiee
Bernoulli 26 (2), 1535-1559, 2020
8*2020
Fundamental limits of pooled-dna sequencing
A Najafi, D Nashta-ali, SA Motahari, M Khani, BH Khalaj, HR Rabiee
arXiv preprint arXiv:1604.04735, 2016
22016
A content-based digital image watermarking algorithm robust against JPEG compression
A Najafi, A Siahkoohi, MB Shamsollahi
2011 IEEE International Symposium on Signal Processing and Information …, 2011
22011
Sum capacity bounds and design of errorless codes for binary asynchronous CDMA systems
S Dashmiz, SM Mansouri, A Najafi, F Marvasti
2012 19th International Conference on Telecommunications (ICT), 1-6, 2012
12012
On statistical learning of simplices: Unmixing problem revisited
A Najafi, S Ilchi, AH Saberi, SA Motahari, BH Khalaj, HR Rabiee
The Annals of Statistics 49 (3), 1626-1655, 2021
2021
Regularizing Recurrent Neural Networks via Sequence Mixup
A Karamzade, A Najafi, SA Motahari
arXiv preprint arXiv:2012.07527, 2020
2020
Forward Interference Cancellation in Spectrally Efficient Frequency Division Multiplexing Systems
A Najafi, K Azizzadenesheli, F Marvasti, MF Naeiny
2012
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Articles 1–11